This is the repository for Final Project of DS102 (Statistical Machine Learning) of University of Information Technology (UIT). In this project, we conduct an analysis of the Hotel Booking Demand dataset and apply several Machine Learning models to find the optimal model for the prediction problem.
Source: https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand
- Logistic Regression
- k-Nearest Neighbors
- Decision Tree/Classification and Regression tree (CART)
- Neural Network
- F1
- AUC
